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harrylabsj

Financial Report Interpreter

by haidong · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
102
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1
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Install in OpenClaw
/install financial-report-interpreter
Description
Interprets income statements, balance sheets, and cash flows into plain-language insights, ratio analysis, and management questions for financial review.
README (SKILL.md)

Financial Report Interpreter

Overview

Turns income statement, balance sheet, and cash flow inputs into plain-language signals, ratio commentary, and management follow-up questions. It is a descriptive interpretation aid and does not connect to external accounting systems.

Trigger

Use this skill when the user wants to:

  • get structured guidance on financial report interpreter
  • apply best-practice frameworks to their financial situation
  • generate templates and checklists for financial planning

Example prompts

  • "Explain what this balance sheet says about liquidity."
  • "What should I worry about in this cash flow statement?"
  • "Interpret these gross margin and operating margin changes."
Usage Guidance
This skill appears coherent and self-contained: it parses text and returns JSON recommendations without network calls or extra credentials. Before installing, review the included handler.py and tests (they are present) to confirm you are comfortable with how user input is parsed (e.g., regex-based amount/date extraction). Remember this is descriptive guidance only—not professional financial advice—and it does not integrate with accounting systems or send data externally. If you need integrations (APIs, bank/accounting access) or handling of sensitive PII, this skill does not provide them and you should not use it for automated transactions or confidential data without additional controls.
Capability Tags
crypto
Capability Assessment
Purpose & Capability
The name/description (interpret financial statements into plain-language insights) matches the actual implementation: handler.py parses text, detects amounts/dates/keywords, and returns structured recommendations and next steps. There are no unrelated requirements (no env vars, no binaries).
Instruction Scope
SKILL.md explicitly states the skill is descriptive only and does not connect to external accounting systems. The code follows that scope: it reads only the provided input (stdin/argument), performs local regex parsing and rule-based recommendation generation, and produces JSON. It does not reference files outside the package, system paths, or network endpoints.
Install Mechanism
There is no install spec (instruction-only) and no download/install steps. The package contains source files and tests only; nothing in the manifest attempts to fetch or execute remote code.
Credentials
The skill requests no environment variables, no credentials, and no config paths. The logic operates entirely on user-supplied text, so the lack of declared credentials is appropriate and proportionate.
Persistence & Privilege
The skill does not request persistent or special platform privileges (always:false). disable-model-invocation is default (false), which is normal — autonomy alone is not a concern given the skill's limited scope and lack of external access.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install financial-report-interpreter
  3. After installation, invoke the skill by name or use /financial-report-interpreter
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Financial Report Interpreter 1.0.0 - Initial release of the skill. - Translates income statement, balance sheet, and cash flow data into clear, plain-language explanations. - Provides commentary on financial ratios and key signals. - Suggests management follow-up questions to support financial analysis. - Supports generating templates and checklists for financial planning and review. - Offers example prompts to guide users in interpreting financial reports.
Metadata
Slug financial-report-interpreter
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Financial Report Interpreter?

Interprets income statements, balance sheets, and cash flows into plain-language insights, ratio analysis, and management questions for financial review. It is an AI Agent Skill for Claude Code / OpenClaw, with 102 downloads so far.

How do I install Financial Report Interpreter?

Run "/install financial-report-interpreter" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Financial Report Interpreter free?

Yes, Financial Report Interpreter is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Financial Report Interpreter support?

Financial Report Interpreter is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Financial Report Interpreter?

It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.

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